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Object Type Clustering using Markov Directly-Follow Multigraph in Object-Centric Process Mining



Amin Jalali


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Evaluating Perceived Usefulness and Ease of Use of CMMN and DCR



Amin Jalali


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Persistent Reductions in Regularized Loss Minimization for Variable Selection



Amin Jalali

* 44 pages 

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New Computational and Statistical Aspects of Regularized Regression with Application to Rare Feature Selection and Aggregation



Amin Jalali , Adel Javanmard , Maryam Fazel


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2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs



Amirhossein Taghvaei , Amin Jalali


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Missing Data in Sparse Transition Matrix Estimation for Sub-Gaussian Vector Autoregressive Processes



Amin Jalali , Rebecca Willett


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Subspace Clustering with Missing and Corrupted Data



Zachary Charles , Amin Jalali , Rebecca Willett

* 31 pages, 2 figures 

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Variational Gram Functions: Convex Analysis and Optimization



Amin Jalali , Maryam Fazel , Lin Xiao

* 26 pages, 5 figures, additional revisions to text, under revision in SIOPT, An earlier version of this work has appeared as Chapter 3 in reference [21] 

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Relative Density and Exact Recovery in Heterogeneous Stochastic Block Models



Amin Jalali , Qiyang Han , Ioana Dumitriu , Maryam Fazel

* 1 figure 

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